From patents to predictive analytics
Leveraging R-GCNs for technological opportunity discovery in converging industries
Bibliographic Data
| ID | 21400534 |
|---|---|
| Authors | Guillermo Honores-Marín (Universidad Católica del Norte), Sarfaraz Hashemkhani Zolfani (0000-0002-2602-3986, Universidad Católica del Norte, corresponding author), Maxwell Chipulu (0000-0002-0139-6188, Edinburgh Napier University) |
| Year | 2026 |
| Volume | 227 |
| Pages | 124613 |
| Publication date | 2026-06-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Technological Forecasting and Social Change (JOURNAL) |
| Journal identifiers | ISSN: 0040-1625 • E-ISSN: 1873-5509 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.techfore.2026.124613 |
| OpenAlex | W7133704564 |
| Language | EN |
| References cited | 44 |
Key (lock) · Patent analysis · Technological change · Technological convergence · Big Data and Digital Economy · Economic and Technological Innovation · Intellectual Property and Patents
Predicting product development directions for new product planning using patent classification-based link prediction
A deep learning based method for extracting semantic information from patent documents
Two-stage technology opportunity discovery for firm-level decision making
An approach for discovering firm-specific technology opportunities
R&D trend analysis based on patent mining
Technology opportunity discovery of proton exchange membrane fuel cells based on generative topographic mapping
PatentSBERTa
Exploring new digital therapeutics technologies for psychiatric disorders using Bertopic and PatentSBERTa
Exploring a technology ecology for technology opportunity discovery
| Citation velocity | historical |
|---|---|
| Highly cited | No |